kilog commited on
Commit
7211577
1 Parent(s): 0bf0901

feat: upload KILO lora model

Browse files
KILO_config/config_file.toml ADDED
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+ [model_arguments]
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+ v2 = false
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+ v_parameterization = false
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+ pretrained_model_name_or_path = "/content/pretrained_model/AOM3A3.safetensors"
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+ vae = "/content/vae/anime.vae.pt"
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+
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+ [additional_network_arguments]
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+ no_metadata = false
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+ unet_lr = 0.0002
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+ text_encoder_lr = 2e-5
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+ network_module = "lycoris.kohya"
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+ network_dim = 16
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+ network_alpha = 16
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+ network_args = [ "conv_dim=8", "conv_alpha=1", "algo=loha",]
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+ network_train_unet_only = false
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+ network_train_text_encoder_only = false
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+
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+ [optimizer_arguments]
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+ min_snr_gamma = 5
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+ optimizer_type = "AdamW8bit"
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+ learning_rate = 0.0002
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+ max_grad_norm = 1.0
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+ lr_scheduler = "cosine_with_restarts"
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+ lr_warmup_steps = 300
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+ lr_scheduler_num_cycles = 3
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+
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+ [dataset_arguments]
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+ cache_latents = true
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+ debug_dataset = false
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+ vae_batch_size = 2
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+
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+ [training_arguments]
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+ output_dir = "/content/LoRA/output"
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+ output_name = "KILO"
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+ save_precision = "fp16"
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+ save_every_n_epochs = 2
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+ train_batch_size = 2
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+ max_token_length = 225
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+ mem_eff_attn = false
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+ xformers = true
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+ max_train_epochs = 50
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+ max_data_loader_n_workers = 8
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+ persistent_data_loader_workers = true
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+ gradient_checkpointing = false
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+ gradient_accumulation_steps = 1
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+ mixed_precision = "fp16"
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+ clip_skip = 2
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+ logging_dir = "/content/LoRA/logs"
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+ log_prefix = "KILO"
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+ noise_offset = 0.03
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+ lowram = true
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+
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+ [sample_prompt_arguments]
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+ sample_every_n_epochs = 999999
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+ sample_sampler = "ddim"
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+
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+ [dreambooth_arguments]
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+ prior_loss_weight = 1.0
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+
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+ [saving_arguments]
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+ save_model_as = "safetensors"
KILO_config/dataset_config.toml ADDED
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+ [[datasets]]
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+ resolution = 896
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+ min_bucket_reso = 320
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+ max_bucket_reso = 1280
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+ caption_dropout_rate = 0
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+ caption_tag_dropout_rate = 0
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+ caption_dropout_every_n_epochs = 0
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+ flip_aug = false
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+ color_aug = false
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+ [[datasets.subsets]]
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+ image_dir = "/content/LoRA/train_data"
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+ class_tokens = "1male"
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+ num_repeats = 3
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+
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+
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+ [general]
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+ enable_bucket = true
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+ caption_extension = ".txt"
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+ shuffle_caption = true
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+ keep_tokens = 0
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+ bucket_reso_steps = 64
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+ bucket_no_upscale = false
KILO_config/sample_prompt.txt ADDED
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+
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+ masterpiece, best quality, 1girl, aqua eyes, baseball cap, blonde hair, closed mouth, earrings, green background, hat, hoop earrings, jewelry, looking at viewer, shirt, short hair, simple background, solo, upper body, yellow shirt --n lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry --w 512 --h 768 --l 7 --s 28